zilliztech/claude-context

Pattern Findings

89 matches across 11 categories. Click a row to expand file-level details.

Self-Referential Comments7 hits · 19 pts

Severity	File	Line	Snippet
MEDIUM	evaluation/analyze_and_plot_mcp_efficiency.py	367	# Create the efficiency chart
MEDIUM	evaluation/generate_subset_json.py	50	# Create the JSON structure that _prepare_instances expects
MEDIUM	evaluation/retrieval/custom.py	126	# Create the appropriate context manager based on which sessions we need
MEDIUM	evaluation/retrieval/base.py	55	# Create a simple dict that mimics HuggingFace dataset structure
MEDIUM	evaluation/servers/edit_server.py	10	# Create the MCP server
MEDIUM	evaluation/servers/read_server.py	15	# Create the MCP server
MEDIUM	evaluation/servers/grep_server.py	16	# Create the MCP server

Deep Nesting18 hits · 18 pts

Severity	File	Line
LOW	python/test_endtoend.py	17
LOW	python/ts_executor.py	26
LOW	evaluation/analyze_and_plot_mcp_efficiency.py	54
LOW	evaluation/utils/format.py	6
LOW	evaluation/utils/format.py	25
LOW	evaluation/utils/format.py	108
LOW	evaluation/utils/format.py	262
LOW	evaluation/utils/format.py	349
LOW	evaluation/utils/file_management.py	13
LOW	evaluation/utils/llm_factory.py	7
LOW	evaluation/retrieval/custom.py	293
LOW	evaluation/retrieval/base.py	42
LOW	evaluation/retrieval/base.py	126
LOW	evaluation/servers/read_server.py	20
LOW	evaluation/servers/read_server.py	137
LOW	evaluation/servers/read_server.py	186
LOW	evaluation/servers/read_server.py	211
LOW	evaluation/servers/grep_server.py	36

Hyper-Verbose Identifiers18 hits · 18 pts

Severity	File	Line	Snippet
LOW	python/test_endtoend.py	17	def run_context_endtoend_test():
LOW	packages/core/src/vectordb/milvus-restful-vectordb.ts	37	async function createCollectionWithLimitCheck(
LOW	packages/chrome-extension/src/background.ts	403	async function handleTestMilvusConnection(sendResponse: Function) {
LOW	packages/mcp/src/splitter.ts	9	export function resolveRequestSplitterType(splitterType: unknown): RequestSplitterType {
LOW	packages/mcp/src/config.ts	84	export function getDefaultModelForProvider(provider: string): string {
LOW	packages/mcp/src/config.ts	102	export function getEmbeddingModelForProvider(provider: string): string {
LOW	packages/mcp/src/config.ts	121	function getPositiveIntegerFromEnv(name: string): number \| undefined {
LOW	packages/mcp/src/sync.ts	41	function getBackgroundSyncIntervalMs(): number {
LOW	packages/vscode-extension/src/extension.ts	184	function reloadContextConfiguration() {
LOW	evaluation/utils/format.py	25	def extract_file_paths_from_edits(response, codebase_path):
LOW	evaluation/utils/format.py	77	def _normalize_to_relative_path(file_path, codebase_path):
LOW	evaluation/utils/format.py	94	def extract_oracle_files_from_patch(patch):
LOW	evaluation/utils/format.py	108	def extract_edit_calls_from_conversation_log(log_content: str):
LOW	evaluation/utils/format.py	177	def find_line_number_for_old_string(file_path: str, old_string: str):
LOW	evaluation/utils/format.py	349	def extract_conversation_summary(response):
LOW	evaluation/utils/format.py	443	def print_conversation_summary(response):
LOW	evaluation/retrieval/custom.py	183	async def _load_tools_from_sessions(self, sessions: Dict):
LOW	evaluation/retrieval/base.py	126	def _filter_existing_instances(

Excessive Try-Catch Wrapping17 hits · 17 pts

Severity	File	Line	Snippet
MEDIUM	python/test_endtoend.py	94	print(f"Error: {result.get('error')}")
LOW	python/test_endtoend.py	99	except Exception as e:
LOW	python/ts_executor.py	122	except Exception as e:
LOW	python/ts_executor.py	302	except Exception as e:
MEDIUM	python/ts_executor.py	303	print(f"Error: {e}")
LOW	evaluation/analyze_and_plot_mcp_efficiency.py	102	except Exception as e:
LOW	evaluation/utils/format.py	191	except Exception:
LOW	evaluation/utils/file_management.py	95	except Exception as e:
LOW	evaluation/retrieval/custom.py	279	except Exception as e:
LOW	evaluation/retrieval/custom.py	318	except Exception as clear_error:
LOW	evaluation/retrieval/custom.py	381	except Exception as e:
LOW	evaluation/retrieval/custom.py	390	except Exception as e:
LOW	evaluation/retrieval/base.py	207	except Exception as e:
LOW	evaluation/servers/read_server.py	132	except Exception as e:
LOW	evaluation/servers/read_server.py	181	except Exception as e:
LOW	evaluation/servers/read_server.py	266	except Exception as e:
LOW	evaluation/servers/grep_server.py	211	except Exception as e:

Redundant / Tautological Comments13 hits · 16 pts

Severity	File	Line	Snippet
LOW	python/test_endtoend.py	48	# Output results
LOW	evaluation/generate_subset_json.py	44	# Check if it matches our criteria
LOW	evaluation/utils/format.py	126	# Check if the line contains complete arguments
LOW	evaluation/retrieval/base.py	44	# Check if it's a JSON file
LOW	evaluation/retrieval/base.py	109	# Check if we've already processed enough instances
LOW	evaluation/retrieval/base.py	153	# Check if output directory exists and has subdirectories with result.json
LOW	evaluation/servers/read_server.py	42	# Check if file exists
LOW	evaluation/servers/read_server.py	46	# Check if it's actually a file
LOW	evaluation/servers/read_server.py	153	# Check if directory exists
LOW	evaluation/servers/read_server.py	157	# Check if it's actually a directory
LOW	evaluation/servers/read_server.py	203	# Check if directory exists
LOW	evaluation/servers/read_server.py	207	# Check if it's actually a directory
LOW	evaluation/servers/grep_server.py	57	# Check if we're in a git repository and try git grep first

Verbosity Indicators6 hits · 14 pts

Severity	File	Line	Snippet
LOW	packages/core/src/vectordb/milvus-restful-vectordb.ts	256	// Step 1: Create collection with schema
LOW	packages/core/src/vectordb/milvus-restful-vectordb.ts	259	// Step 2: Create index for vector field (separate API call)
LOW	packages/core/src/vectordb/milvus-restful-vectordb.ts	262	// Step 3: Load collection to memory for searching
LOW	packages/core/src/vectordb/milvus-restful-vectordb.ts	606	// Step 1: Create collection with schema and functions
LOW	packages/core/src/vectordb/milvus-restful-vectordb.ts	609	// Step 2: Create indexes for both vector fields
LOW	packages/core/src/vectordb/milvus-restful-vectordb.ts	612	// Step 3: Load collection to memory for searching

Unused Imports6 hits · 6 pts

Severity	File	Line
LOW	python/ts_executor.py	11
LOW	evaluation/analyze_and_plot_mcp_efficiency.py	13
LOW	evaluation/run_evaluation.py	6
LOW	evaluation/utils/format.py	1
LOW	evaluation/retrieval/custom.py	14
LOW	evaluation/servers/edit_server.py	7

Magic Placeholder Names1 hit · 5 pts

Severity	File	Line	Snippet
HIGH	packages/mcp/package.json	18	"start:with-env": "OPENAI_API_KEY=${OPENAI_API_KEY:your-api-key-here} MILVUS_ADDRESS=${MILVUS_ADDRESS:localhost:

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet
LOW	python/ts_executor.py	234	export async function processData(data: any[]): Promise<{ count: number; items: any[] }> {

Over-Commented Block1 hit · 1 pts

Severity	File	Line	Snippet
LOW	packages/chrome-extension/src/vm-stub.js	1	// This file is intentionally left blank to act as a stub for the 'vm' module in the browser environment.

Example Usage Blocks1 hit · 0 pts

Severity	File	Line	Snippet
LOW	python/ts_executor.py	220	# Usage example

Score History

Severity Breakdown

Pattern Findings